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Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration


Apr 14, 2021
Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan

* 12 pages, 8 figures, published at Medical Image Analysis (MedIA), code available at https://github.com/bbbbbbzhou/APA2Seg-Net 

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Conditional Training with Bounding Map for Universal Lesion Detection


Mar 23, 2021
Han Li, Long Chen, Hu Han, S. Kevin Zhou


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Pathological Image Segmentation with Noisy Labels


Mar 20, 2021
Li Xiao, Yinhao Li, Luxi Qv, Xinxia Tian, Yijie Peng, S. Kevin Zhou


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Universal Undersampled MRI Reconstruction


Mar 09, 2021
Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou


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You Only Learn Once: Universal Anatomical Landmark Detection


Mar 08, 2021
Heqin Zhu, Qingsong Yao, Li Xiao, S. Kevin Zhou


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U-DuDoNet: Unpaired dual-domain network for CT metal artifact reduction


Mar 08, 2021
Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou

* 11 pages, 4 figures 

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One-Shot Medical Landmark Detection


Mar 08, 2021
Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou


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Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets


Mar 08, 2021
Pengbo Liu, Li Xiao, S. Kevin Zhou


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Deep reinforcement learning in medical imaging: A literature review


Mar 05, 2021
S. Kevin Zhou, Hoang Ngan Le, Khoa Luu, Hien V. Nguyen, Nicholas Ayache

* 39 pages, 20 figures 

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A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks


Dec 17, 2020
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou


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CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models


Dec 17, 2020
Quan Quan, Qiyuan Wang, Liu Li, Yuanqi Du, S. Kevin Zhou


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Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models


Dec 16, 2020
Pengbo Liu, Hu Han, Yuanqi Du, Heqin Zhu, Yinhao Li, Feng Gu, Honghu Xiao, Jun Li, Chunpeng Zhao, Li Xiao, Xinbao Wu, S. Kevin Zhou


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Aggregative Self-Supervised Feature Learning


Dec 15, 2020
Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou


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Label-Free Segmentation of COVID-19 Lesions in Lung CT


Sep 15, 2020
Qingsong Yao, Li Xiao, Peihang Liu, S. Kevin Zhou


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Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency


Sep 03, 2020
Bo Zhou, S. Kevin Zhou, James S. Duncan, Chi Liu

* Submitted to the IEEE for possible publication 

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A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises


Aug 02, 2020
S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers

* 19 pages, 7 figures 

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Bounding Maps for Universal Lesion Detection


Jul 18, 2020
Han Li, Hu Han, S. Kevin Zhou

* 11 pages, 4 figures 

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Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection


Jul 10, 2020
Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou

* accepted by MICCAI2020 

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Marginal loss and exclusion loss for partially supervised multi-organ segmentation


Jul 08, 2020
Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou


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Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning


Jun 10, 2020
Jiuwen Zhu, Yuexiang Li, Yifan Hu, S. Kevin Zhou


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Human Recognition Using Face in Computed Tomography


May 28, 2020
Jiuwen Zhu, Hu Han, S. Kevin Zhou


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First image then video: A two-stage network for spatiotemporal video denoising


Jan 22, 2020
Ce Wang, S. Kevin Zhou, Zhiwei Cheng


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Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images


Jan 18, 2020
Yuanyuan Lyu, Haofu Liao, Heqin Zhu, S. Kevin Zhou

* 8 pages, 7 figures 

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DuDoNet++: Encoding mask projection to reduce CT metal artifacts


Jan 18, 2020
Yuanyuan Lyu, Wei-An Lin, Jingjing Lu, S. Kevin Zhou


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DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior


Jan 11, 2020
Bo Zhou, S. Kevin Zhou


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One-to-one Mapping for Unpaired Image-to-image Translation


Oct 12, 2019
Zengming Shen, S. Kevin Zhou, Yifan Chen, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang

* 10 pages, 7 figures 

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